Nonlinear Process Fault Diagnosis Using Kernel ICA and Improved FDA. - Lianfang Cai; Xuemin Tian; Honglong Chen (ALCOSP, 2013)

A process monitoring method based on noisy independent component analysis. - Lianfang Cai; Xuemin Tian; Sheng Chen 001 (Neurocomputing, 2014)

FIM-Based Pairwise Selection for Active Learning on Imbalanced Datasets. - Lixing Chen; Xuemin Tian; Lianfang Cai (SMC, 2015)

Process fault detection based on dynamic kernel slow feature analysis. - Ni Zhang; Xuemin Tian; Lianfang Cai; Xiaogang Deng (Comput. Electr. Eng., 2015)

Noise-resistant joint diagonalization independent component analysis based process fault detection. - Xuemin Tian; Lianfang Cai; Sheng Chen 001 (Neurocomputing, 2015)

Real-Time Detection of Power System Disturbances Based on k-Nearest Neighbor Analysis. - Lianfang Cai; Nina F. Thornhill; Stefanie Kuenzel; Bikash C. Pal (IEEE Access, 2017)

Monitoring Nonlinear and Non-Gaussian Processes Using Gaussian Mixture Model-Based Weighted Kernel Independent Component Analysis. - Lianfang Cai; Xuemin Tian; Sheng Chen 001 (IEEE Trans. Neural Networks Learn. Syst., 2017)

A Semi-Empirical State of Health Estimation Method for Batteries of Electric Vehicles Operating in Varying Real-World Conditions. - Lianfang Cai; Mark Holdstock; Manlio Valerio Morganti; Sridhar Ayyapureddi; Andrew McGordon (IEEE Access, 2024)